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  1. Kafka
  2. KAFKA-6049

Kafka Streams: Add Cogroup in the DSL

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Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • 2.5.0
    • streams

    Description

      When multiple streams aggregate together to form a single larger object (e.g. a shopping website may have a cart stream, a wish list stream, and a purchases stream. Together they make up a Customer), it is very difficult to accommodate this in the Kafka-Streams DSL: it generally requires you to group and aggregate all of the streams to KTables then make multiple outer join calls to end up with a KTable with your desired object. This will create a state store for each stream and a long chain of ValueJoiners that each new record must go through to get to the final object.

      Creating a cogroup method where you use a single state store will:

      • Reduce the number of gets from state stores. With the multiple joins when a new value comes into any of the streams a chain reaction happens where the join processor keep calling ValueGetters until we have accessed all state stores.
      • Slight performance increase. As described above all ValueGetters are called also causing all ValueJoiners to be called forcing a recalculation of the current joined value of all other streams, impacting performance.

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              wcarlson Walker Carlson
              guozhang Guozhang Wang
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